University of Rochester Medical Center, Rochester, New York.
University of California at San Francisco.
Res Rep Health Eff Inst. 2020 Mar;2020(192, Pt 2):1-90.
The Multicenter Ozone Study of oldEr Subjects (MOSES) was a multi-center study evaluating whether short-term controlled exposure of older, healthy individuals to low levels of ozone (O) induced acute changes in cardiovascular biomarkers. In MOSES Part 1 (MOSES 1), controlled O exposure caused concentration-related reductions in lung function with evidence of airway inflammation and injury, but without convincing evidence of effects on cardiovascular function. However, subjects' prior exposures to indoor and outdoor air pollution in the few hours and days before each MOSES controlled O exposure may have independently affected the study biomarkers and/or modified biomarker responses to the MOSES controlled O exposures.
MOSES 1 was conducted at three clinical centers (University of California San Francisco, University of North Carolina, and University of Rochester Medical Center) and included healthy volunteers 55 to 70 years of age. Consented participants who successfully completed the screening and training sessions were enrolled in the study. All three clinical centers adhered to common standard operating procedures and used common tracking and data forms. Each subject was scheduled to participate in a total of 11 visits: screening visit, training visit, and three sets of exposure visits consisting of the pre-exposure day, the exposure day, and the post-exposure day. After completing the pre-exposure day, subjects spent the night in a nearby hotel. On exposure days, the subjects were exposed for 3 hours in random order to 0 ppb O (clean air), 70 ppb O, and 120 ppm O. During the exposure period the subjects alternated between 15 minutes of moderate exercise and 15 minutes of rest. A suite of cardiovascular and pulmonary endpoints was measured on the day before, the day of, and up to 22 hours after each exposure.
In MOSES Part 2 (MOSES 2), we used a longitudinal panel study design, cardiopulmonary biomarker data from MOSES 1, passive cumulative personal exposure samples (PES) of O and nitrogen dioxide (NO) in the 72 hours before the pre-exposure visit, and hourly ambient air pollution and weather measurements in the 96 hours before the pre-exposure visit. We used mixed-effects linear regression and evaluated whether PES O and NO and these ambient pollutant concentrations in the 96 hours before the pre-exposure visit confounded the MOSES 1 controlled O exposure effects on the pre- to post-exposure biomarker changes (Aim 1), whether they modified these pre- to post-exposure biomarker responses to the controlled O exposures (Aim 2), whether they were associated with changes in biomarkers measured at the pre-exposure visit or morning of the exposure session (Aim 3), and whether they were associated with differences in the pre- to post-exposure biomarker changes independently of the controlled O exposures (Aim 4).
Ambient pollutant concentrations at each site were low and were regularly below the National Ambient Air Quality Standard levels. In Aim 1, the controlled O exposure effects on the pre- to post-exposure biomarker differences were little changed when PES or ambient pollutant concentrations in the previous 96 hours were included in the model, suggesting these were not confounders of the controlled O exposure/biomarker difference associations. In Aim 2, effects of MOSES controlled O exposures on forced expiratory volume in 1 second (FEV) and forced vital capacity (FVC) were modified by ambient NO and carbon monoxide (CO), and PES NO, with reductions in FEV and FVC observed only when these concentrations were "Medium" or "High" in the 72 hours before the pre-exposure visit. There was no such effect modification of the effect of controlled O exposure on any other cardiopulmonary biomarker.
As hypothesized for Aim 3, increased ambient O concentrations were associated with decreased pre-exposure heart rate variability (HRV). For example, high frequency (HF) HRV decreased in association with increased ambient O concentrations in the 96 hours before the pre-exposure visit (-0.460 ln[ms]; 95% CI, -0.743 to -0.177 for each 10.35-ppb increase in O; = 0.002). However, in Aim 4 these increases in ambient O were also associated with increases in HF and low frequency (LF) HRV from pre- to post-exposure, likely reflecting a "recovery" of HRV during the MOSES O exposure sessions. Similar patterns across Aims 3 and 4 were observed for LF (the other primary HRV marker), and standard deviation of normal-to-normal sinus beat intervals (SDNN) and root mean square of successive differences in normal-to-normal sinus beat intervals (RMSSD) (secondary HRV markers).
Similar Aim 3 and Aim 4 patterns were observed for FEV and FVC in association with increases in ambient PM with an aerodynamic diameter ≤ 2.5 μm (PM), CO, and NO in the 96 hours before the pre-exposure visit. For Aim 3, small decreases in pre-exposure FEV were significantly associated with interquartile range (IQR) increases in PM concentrations in the 1 hour before the pre-exposure visit (-0.022 L; 95% CI, -0.037 to -0.006; = 0.007), CO in the 3 hours before the pre-exposure visit (-0.046 L; 95% CI, -0.076 to -0.016; = 0.003), and NO in the 72 hours before the pre-exposure visit (-0.030 L; 95% CI, -0.052 to -0.008; = 0.007). However, FEV was not associated with ambient O or sulfur dioxide (SO), or PES O or NO (Aim 3). For Aim 4, increased FEV across the exposure session (post-exposure minus pre-exposure) was marginally significantly associated with each 4.1-ppb increase in PES O concentration (0.010 L; 95% CI, 0.004 to 0.026; = 0.010), as well as ambient PM and CO at all lag times. FVC showed similar associations, with patterns of decreased pre-exposure FVC associated with increased PM, CO, and NO at most lag times, and increased FVC across the exposure session also associated with increased concentrations of the same pollutants, reflecting a similar recovery. However, increased pollutant concentrations were not associated with adverse changes in pre-exposure levels or pre- to post-exposure changes in biomarkers of cardiac repolarization, ST segment, vascular function, nitrotyrosine as a measure of oxidative stress, prothrombotic state, systemic inflammation, lung injury, or sputum polymorphonuclear leukocyte (PMN) percentage as a measure of airway inflammation.
Our previous MOSES 1 findings of controlled O exposure effects on pulmonary function, but not on any cardiovascular biomarker, were not confounded by ambient or personal O or other pollutant exposures in the 96 and 72 hours before the pre-exposure visit. Further, these MOSES 1 O effects were generally not modified, blunted, or lessened by these same ambient and personal pollutant exposures. However, the reductions in markers of pulmonary function by the MOSES 1 controlled O exposure were modified by ambient NO and CO, and PES NO, with reductions observed only when these pollutant concentrations were elevated in the few hours and days before the pre-exposure visit. Increased ambient O concentrations were associated with reduced HRV, with "recovery" during exposure visits. Increased ambient PM, NO, and CO were associated with reduced pulmonary function, independent of the MOSES-controlled O exposures. Increased pollutant concentrations were not associated with pre-exposure or pre- to post-exposure changes in other cardiopulmonary biomarkers. Future controlled exposure studies should consider the effect of ambient pollutants on pre-exposure biomarker levels and whether ambient pollutants modify any health response to a controlled pollutant exposure.
多中心臭氧研究(MOSES)是一项多中心研究,旨在评估短期、低水平臭氧暴露对老年人健康个体的心血管生物标志物的急性影响。在 MOSES 第一部分(MOSES 1)中,受控臭氧暴露导致肺功能与气道炎症和损伤相关的浓度相关降低,但没有令人信服的证据表明对心血管功能有影响。然而,在 MOSES 受控臭氧暴露之前的数小时和数天内,受试者先前暴露于室内和室外空气污染,可能独立地影响了研究生物标志物,并/或改变了对 MOSES 受控臭氧暴露的生物标志物反应。
MOSES 1 在三个临床中心(加利福尼亚大学旧金山分校、北卡罗来纳大学和罗彻斯特大学医学中心)进行,包括 55 至 70 岁的健康志愿者。成功完成筛选和培训课程的同意参与者被纳入研究。所有三个临床中心都遵循共同的标准操作程序,并使用共同的跟踪和数据表格。每个受试者总共要参加 11 次访问:筛选访问、培训访问和三组暴露访问,包括预暴露日、暴露日和暴露后日。完成预暴露日后,受试者在附近的酒店过夜。在暴露日,受试者随机暴露于 0 ppb O(清洁空气)、70 ppb O 和 120 ppm O 三个小时。在暴露期间,受试者在 15 分钟的适度运动和 15 分钟的休息之间交替。在每次暴露之前、期间和之后的 22 小时内测量了一系列心血管和肺端点。
在 MOSES 第二部分(MOSES 2)中,我们使用纵向面板研究设计,使用 MOSES 1 的心肺生物标志物数据、暴露前访问前 72 小时内的臭氧(O)和二氧化氮(NO)的个人累积暴露样本(PES)、以及暴露前访问前 96 小时内的环境空气污染物和天气测量值。我们使用混合效应线性回归,并评估暴露前访问前 96 小时内的 PES O 和 NO 以及这些环境污染物浓度是否会混淆 MOSES 1 受控 O 暴露对预暴露至后暴露生物标志物变化的影响(目标 1),它们是否会改变这些受控 O 暴露对预暴露至后暴露生物标志物反应的影响(目标 2),它们是否与暴露前访问或暴露会话早上测量的生物标志物的变化有关(目标 3),以及它们是否与独立于受控 O 暴露的预暴露至后暴露生物标志物变化有关(目标 4)。
每个地点的环境污染物浓度都很低,经常低于国家环境空气质量标准水平。在目标 1 中,当在模型中包含暴露前 96 小时内的 PES 或环境污染物浓度时,受控 O 暴露对预暴露至后暴露生物标志物差异的影响几乎没有改变,这表明这些不是受控 O 暴露/生物标志物差异关联的混杂因素。在目标 2 中,MOSES 受控 O 暴露对用力呼气量(FEV)和用力肺活量(FVC)的影响受到环境 NO 和一氧化碳(CO)以及 PES NO 的修饰,只有当这些浓度在暴露前访问前的 72 小时内为“中等”或“高”时,才观察到 FEV 和 FVC 的降低。这种 O 浓度的变化并没有对其他心肺生物标志物的受控 O 暴露效应产生类似的影响修饰。
正如目标 3 所假设的,环境 O 浓度的增加与静息心率变异性(HRV)的降低有关。例如,在暴露前访问前的 96 小时内,随着环境 O 浓度的增加,高频(HF)HRV 降低(-0.460 ln[ms];95%置信区间,在 10.35-ppb 范围内每增加 10.35-ppb,HF HRV 降低 0.743 至 -0.177; = 0.002)。然而,在目标 4 中,这种环境 O 的增加也与暴露期间 HF 和低频(LF)HRV 的增加有关,这可能反映了 HRV 在 MOSES O 暴露期间的“恢复”。在目标 3 和目标 4 中都观察到了 LF(另一个主要的 HRV 标志物)和正常到正常窦性心动周期间隔的标准差(SDNN)和正常到正常窦性心动周期间隔的连续差值的均方根(RMSSD)(次要 HRV 标志物)的类似模式。
在暴露前访问前 96 小时内,与环境 PM 直径≤2.5μm(PM)、CO 和 NO 增加相关的 FEV 和 FVC 也观察到了类似的目标 3 和目标 4 模式。对于目标 3,在暴露前访问前 1 小时内 PM 浓度的 IQR 增加与 FEV 的小幅度降低显著相关(-0.022 L;95%置信区间,-0.037 至 -0.006; = 0.007),CO 暴露前 3 小时内的浓度(-0.046 L;95%置信区间,-0.076 至 -0.016; = 0.003),以及暴露前访问前 72 小时内的 NO 浓度(-0.030 L;95%置信区间,-0.052 至 -0.008; = 0.007)。然而,FEV 与环境 O 或二氧化硫(SO)、PES O 或 NO 无关(目标 3)。对于目标 4,在暴露期间(暴露后减去暴露前)FEV 的增加与 PES O 浓度每增加 4.1 ppb 呈边际显著相关(0.010 L;95%置信区间,0.004 至 0.026; = 0.010),以及环境 PM 和 CO 的所有滞后时间。FVC 也表现出类似的相关性,与 FVC 预暴露降低相关的模式与大多数滞后时间内的 PM、CO 和 NO 浓度增加有关,而 FVC 跨越暴露会话的增加也与相同污染物浓度的增加有关,反映了类似的恢复。然而,增加的污染物浓度与不受控 O 暴露的生物标志物预暴露水平或预暴露至后暴露变化无关,也与心脏复极、ST 段、血管功能、作为氧化应激指标的硝基酪氨酸、促血栓形成状态、全身炎症、肺损伤或气道炎症的指标(作为气道炎症的测量指标)的多形核白细胞(PMN)百分比的变化无关。
我们之前的 MOSES 1 研究结果表明,受控 O 暴露对肺功能的影响,但对任何心血管生物标志物都没有影响,这些结果不受暴露前 96 小时内的环境或个人 O 或其他污染物暴露的影响。此外,这些 MOSES 1 O 效应通常不受相同环境和个人污染物暴露的修饰、减弱或减轻。然而,MOSES 1 受控 O 暴露对肺功能标志物的降低作用受到环境 NO 和 CO 以及 PES NO 的修饰,只有当这些污染物浓度在暴露前访问前的数小时和数天内升高时,才会观察到降低。环境 O 浓度的增加与 HRV 的降低有关,在暴露访问期间出现“恢复”。增加的环境 PM、NO 和 CO 与肺功能降低有关,这与 MOSES 受控 O 暴露无关。增加的污染物浓度与预暴露或预暴露至后暴露的其他心肺生物标志物的变化无关。未来的受控暴露研究应考虑环境污染物对预暴露生物标志物水平的影响,以及环境污染物是否会改变任何对受控污染物暴露的健康反应。